MUMBAI, India, May 1 -- Intellectual Property India has published a patent application (202641051770 A) filed by MLR Institute Of Technology, Hyderabad, Telangana, on April 23, for 'smart intrusion detection framework for emerging and known attacks.'
Inventor(s) include Mr. P. Victor Emmanuel; Ms. Vadla Sneha; Mr. B Risheendra Phani Varma; and Mr. Karthik Saggidi.
The application for the patent was published on May 1, under issue no. 18/2026.
According to the abstract released by the Intellectual Property India: "The present invention relates to a smart intrusion detection framework for detecting both emerging and known cyberattacks within networked computing environments. The system comprises modules for collecting network traffic data, preprocessing and balancing the data, extracting relevant features, and analyzing the features using an intelligent classification model. The framework integrates signature-based detection with anomaly-based analysis to identify previously known attacks as well as newly emerging threats. The system further includes model training, hyperparameter optimization, and evaluation mechanisms to improve detection accuracy and reduce false positive rates. By continuously monitoring network behavior and analyzing patterns of communication, the proposed framework enables real-time identification of malicious activities and provides enhanced security for enterprise networks, cloud infrastructures, and Internet of Things environments. The invention therefore offers an efficient, scalable, and adaptive solution for protecting digital systems against evolving cyber threats."
Disclaimer: Curated by HT Syndication.
